Compression artifacts reduction using variational methods : Algorithms and experimental study. - Pierre Weiss; Laure Blanc-Féraud; Thomas André; Marc Antonini (ICASSP, 2008)

A contrast equalization procedure for change detection algorithms: Applications to remotely sensed images of urban areas. - Alexandre Fournier; Pierre Weiss; Laure Blanc-Féraud; Gilles Aubert (ICPR, 2008)

Algorithmes rapides d'optimisation convexe. Applications à la reconstruction d'images et à la détection de changements. (Fast algorithms for convex optimization. Applications to image reconstruction and change detection). - Pierre Weiss (2008)

A proximal method for inverse problems in image processing. - Pierre Weiss; Laure Blanc-Féraud (EUSIPCO, 2009)

Complex Wavelet Regularization for Solving Inverse Problems in Remote Sensing. - Mikael Carlavan; Pierre Weiss; Laure Blanc-Féraud; Josiane Zerubia (IGARSS (3), 2009)

Efficient Schemes for Total Variation Minimization Under Constraints in Image Processing. - Pierre Weiss; Laure Blanc-Féraud; Gilles Aubert (SIAM J. Sci. Comput., 2009)

Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods. - Michael K. Ng 001; Pierre Weiss; Xiaoming Yuan 001 (SIAM J. Sci. Comput., 2010)

Régularité et parcimonie pour les problèmes inverses en imagerie. Algorithmes et comparaisons. - Mikael Carlavan; Pierre Weiss; Laure Blanc-Féraud (Traitement du Signal, 2010)

Alternating direction method of multipliers applied to 3D light sheet fluorescence microscopy image deblurring using GPU hardware. - François de Vieilleville; Pierre Weiss; Valérie Lobjois; Denis Kouame (EMBC, 2011)

On the Illumination Invariance of the Level Lines under Directed Light: Application to Change Detection. - Pierre Weiss; Alexandre Fournier; Laure Blanc-Féraud; Gilles Aubert (SIAM J. Imaging Sci., 2011)

A Generalization of Negative Norm Models in the Discrete Setting - Application to Stripe Denoising. - Jérôme Fehrenbach; Pierre Weiss; Corinne Lorenzo (ICPRAM (2), 2012)

HYR2PICS: Hybrid regularized reconstruction for combined parallel imaging and compressive sensing in MRI. - Claire Boyer; Philippe Ciuciu; Pierre Weiss; Sébastien Mériaux (ISBI, 2012)

Variational Algorithms to Remove Stationary Noise: Applications to Microscopy Imaging. - Jérôme Fehrenbach; Pierre Weiss; Corinne Lorenzo (IEEE Trans. Image Process., 2012)

Spatially Varying Blur Recovery - Diagonal Approximations in the Wavelet Domain. - Paul Escande; Pierre Weiss; François Malgouyres (ICPRAM, 2013)

A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction. - Emmanuel Soubies; Pierre Weiss; Xavier Descombes (ICPRAM, 2013)

Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging. - Emmanuel Soubies; Pierre Weiss; Xavier Descombes (ICPRAM (Selected Papers), 2013)

Variable density compressed sensing in MRI. Theoretical vs heuristic sampling strategies. - Nicolas Chauffert; Philippe Ciuciu; Pierre Weiss (ISBI, 2013)

Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain - Paul Escande; Pierre Weiss; François Malgouyres (CoRR, 2013)

Hyperspectral pan-sharpening: A variational convex constrained formulation to impose parallel level lines, solved with ADMM. - Alexis Huck; François de Vieilleville; Pierre Weiss; Manuel Grizonnet (WHISPERS, 2014)

An Algorithm for Variable Density Sampling with Block-Constrained Acquisition. - Claire Boyer; Pierre Weiss; Jérémie Bigot (SIAM J. Imaging Sci., 2014)

Variable Density Sampling with Continuous Trajectories. - Nicolas Chauffert; Philippe Ciuciu; Jonas Kahn; Pierre Weiss (SIAM J. Imaging Sci., 2014)

Processing Stationary Noise: Model and Parameter Selection in Variational Methods. - Jérôme Fehrenbach; Pierre Weiss (SIAM J. Imaging Sci., 2014)

On Variant Strategies to Solve the Magnitude Least Squares Optimization Problem in Parallel Transmission Pulse Design and Under Strict SAR and Power Constraints. - Andrés Hoyos Idrobo; Pierre Weiss; Aurélien Massire; Alexis Amadon; Nicolas Boulant (IEEE Trans. Medical Imaging, 2014)

Variable density sampling based on physically plausible gradient waveform. Application to 3D mriangiography. - Nicolas Chauffert; Pierre Weiss; Marianne Boucher; Sébastien Mériaux; Philippe Ciucili (ISBI, 2015)

Bilevel Image Denoising Using Gaussianity Tests. - Jérôme Fehrenbach; Mila Nikolova; Gabriele Steidl; Pierre Weiss (SSVM, 2015)

Compressed sensing with structured sparsity and structured acquisition. - Claire Boyer; Jérémie Bigot; Pierre Weiss (CoRR, 2015)

Sparse Wavelet Representations of Spatially Varying Blurring Operators. - Paul Escande; Pierre Weiss (SIAM J. Imaging Sci., 2015)

Estimation of linear operators from scattered impulse responses. - Jérémie Bigot; Paul Escande; Pierre Weiss (CoRR, 2016)

On the Generation of Sampling Schemes for Magnetic Resonance Imaging. - Claire Boyer; Nicolas Chauffert; Philippe Ciuciu; Jonas Kahn; Pierre Weiss (SIAM J. Imaging Sci., 2016)

An Analysis of Block Sampling Strategies in Compressed Sensing. - Jérémie Bigot; Claire Boyer; Pierre Weiss (IEEE Trans. Inf. Theory, 2016)

A Projection Algorithm for Gradient Waveforms Design in Magnetic Resonance Imaging. - Nicolas Chauffert; Pierre Weiss; Jonas Kahn; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2016)

Structure Tensor Based Analysis of Cells and Nuclei Organization in Tissues. - Wenxing Zhang; Jérôme Fehrenbach; Annaick Desmaison; Valérie Lobjois; Bernard Ducommun; Pierre Weiss (IEEE Trans. Medical Imaging, 2016)

Approximation of Integral Operators Using Product-Convolution Expansions. - Paul Escande; Pierre Weiss (J. Math. Imaging Vis., 2017)

A Variational Model for Multiplicative Structured Noise Removal. - Paul Escande; Pierre Weiss; Wenxing Zhang (J. Math. Imaging Vis., 2017)

Convex Regularization and Representer Theorems. - Claire Boyer; Antonin Chambolle; Yohann de Castro; Vincent Duval; Frédéric de Gournay; Pierre Weiss (CoRR, 2018)

Accelerating ℓ1-ℓ2 deblurring using wavelet expansions of operators. - Paul Escande; Pierre Weiss (J. Comput. Appl. Math., 2018)

Contributions en mathématiques de l'imagerie. (Contributions in the mathematics of imaging). - Pierre Weiss (2019)

FitEllipsoid: a fast supervised ellipsoid segmentation plugin. - Bastien Kovac; Jérôme Fehrenbach; Ludivine Guillaume; Pierre Weiss (BMC Bioinform., 2019)

Contrast Invariant SNR and Isotonic Regressions. - Pierre Weiss; Paul Escande; Gabriel Bathie; Yiqiu Dong (Int. J. Comput. Vis., 2019)

Multiview Attenuation Estimation and Correction. - Valentin Debarnot; Jonas Kahn; Pierre Weiss (J. Math. Imaging Vis., 2019)

Optimal Transport Approximation of 2-Dimensional Measures. - Léo Lebrat; Frédéric de Gournay; Jonas Kahn; Pierre Weiss (SIAM J. Imaging Sci., 2019)

On Representer Theorems and Convex Regularization. - Claire Boyer; Antonin Chambolle; Yohann de Castro; Vincent Duval; Frédéric de Gournay; Pierre Weiss (SIAM J. Optim., 2019)

Modelling a Microscope as Low Dimensional Subspace of Operators. - Valentin Debarnot; Paul Escande; Thomas Mangeat; Pierre Weiss (EUSIPCO, 2020)

Fast Wavelet Decomposition of Linear Operators through Product-Convolution Expansions. - Paul Escande; Pierre Weiss (CoRR, 2020)

Off-the-grid data-driven optimization of sampling schemes in MRI. - Alban Gossard; Frédéric de Gournay; Pierre Weiss (CoRR, 2020)

Correcting the Side Effects of ADC Filtering in MR Image Reconstruction. - Carole Lazarus; Maximilian März; Pierre Weiss (J. Math. Imaging Vis., 2020)

Deepblur: Blind Identification Of Space Variant Psf. - Valentin Debarnot; Pierre Weiss (ISBI, 2021)

Optimizing full 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging. - Chaithya G. R.; Pierre Weiss; Guillaume Daval-Frerot; Aurélien Massire; Alexandre Vignaud; Philippe Ciuciu (CoRR, 2021)

On the linear convergence rates of exchange and continuous methods for total variation minimization. - Axel Flinth; Frédéric de Gournay; Pierre Weiss (Math. Program., 2021)

Learning Low-Dimensional Models of Microscopes. - Valentin Debarnot; Paul Escande; Thomas Mangeat; Pierre Weiss (IEEE Trans. Computational Imaging, 2021)

A Fast Dejittering Approach for Line Scanning Microscopy. - Landry Duguet; Julien Calve; Cyril Cauchois; Pierre Weiss (ICIP, 2022)

Training Adaptive Reconstruction Networks for Inverse Problems. - Alban Gossard; Pierre Weiss (CoRR, 2022)

Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging. - Chaithya G. R.; Pierre Weiss; Guillaume Daval-Frerot; Aurélien Massire; Alexandre Vignaud; Philippe Ciuciu (IEEE Trans. Medical Imaging, 2022)

Sampling Rates for ℓ 1-Synthesis. - Maximilian März; Claire Boyer; Jonas Kahn; Pierre Weiss (Found. Comput. Math., 2023)

Training Adaptive Reconstruction Networks for Blind Inverse Problems. - Alban Gossard; Pierre Weiss (SIAM J. Imaging Sci., 2024)

DeepVibes: Correcting Microvibrations in Satellite Imaging With Pushbroom Cameras. - Minh Hai Nguyen; François de Vieilleville; Pierre Weiss (IEEE Trans. Geosci. Remote. Sens., 2024)

Grid is Good. Adaptive Refinement Algorithms for Off-the-Grid Total Variation Minimization. - Axel Flinth; Frédéric de Gournay; Pierre Weiss (Open J. Math. Optim., 2025)

How Diffusion Prior Landscapes Shape the Posterior in Blind Deconvolution. - Minh-Hai Nguyen; Edouard Pauwels; Pierre Weiss (CoRR, 2025)